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马斯克:自动驾驶技术,摄像头+激光雷达融合,更加不安全
Sou Hu Cai Jing· 2026-02-20 02:43
关注自动驾驶技术的人,都会知道,目前这条道路有两个较为典型的方案。 但后来,随着中国企业发力,如今激光雷达已经只有几百块一个了,按道理来讲,成本已经不是问题了,但是特斯拉依然还是不使用激光雷达,只使用摄像 头。 哪怕现在绝大多数人都觉得,使用激光雷达+摄像头这种多传感器方案,才是最好的,因为激光雷达可以判断距离,在黑暗的环境之下,也能视物,更好的 发现障碍物。那么摄像头+激光雷达是 "双保险" ,两者结合后,可以构建出冗余、多层级的环境感知体系。 但马斯克没有依然改变自己的想法,那么他为何这么固执呢,原因在于马斯克认为,多传感器的数据,会形成冲突,从而带来风险的上升。 一个方案是像特斯拉一样,只采用摄像头,不使用激光雷达,甚至毫米波雷达等都取消掉了,全部采用视觉。 一个方案则是激光雷达+摄像头的多传感器融合方案,这个方案主要是国产车企们在使用,比如小米、理想、问界等等。 马斯克肯定是坚定的视觉方案坚持者,他甚至称,只有傻子才用激光雷达。 为什么马斯克会这么说呢,其实主要原因是之前激光雷达太贵了,动不动就是上千美元,这样的成本转嫁给消费者,肯定是不合适的,而摄像头只有10美元 一个,低太多了。 所以他认为,要用 ...
长曜创新创始人胡岳:创业公司想量产割草机器人,先准备1个亿|硬氪专访
3 6 Ke· 2025-04-18 01:05
Industry Overview - The lawn mower robot market has rapidly evolved, experiencing significant financing, entry, and exit of major players within just three years, with a market size of billions [2] - The global market for lawn mower robots is still in its infancy, with only about one million units sold compared to traditional lawn mowers [1][2] - Major companies like Ninebot, Ecovacs, and others have seen substantial increases in overseas sales, with Ninebot's Navimow generating nearly 600 million RMB in revenue in the first three quarters of 2024 [2] Challenges for Startups - Startups face significant challenges, including tight funding and the inability to achieve scale production, which deters investors due to lack of revenue visibility [4][5] - The average cost for a startup to reach a production scale is estimated to be around 100 million RMB, with initial stages requiring 30-40 million RMB for development and testing [6][7] - Recruitment is difficult for startups due to the industry's novelty and the limited pool of experienced talent, leading to challenges in building effective teams [5][7] Competitive Landscape - The industry is characterized by a fierce competition for funding, with hardware startups needing substantial capital to survive and grow [3][8] - Price wars are emerging, but quality and brand value are also critical factors influencing consumer choices, especially in overseas markets [10][11] - Major players are focusing on product quality and long-term planning rather than rushing to market, which reflects a more cautious investment approach [11] Technological Developments - The industry is exploring various technological solutions, with many companies opting for RTK (Real-Time Kinematic) positioning due to its maturity and accuracy in most scenarios [14][16] - However, some startups are focusing on visual solutions to reduce costs and improve adaptability in various environments, believing this approach can yield better long-term results [16][17] - Current visual solutions can effectively handle about 80% of tasks, utilizing multiple cameras for comprehensive coverage, which enhances performance in diverse conditions [18]